{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "multiple-choice",
            "library": "transformers",
            "model_type": "roberta",
            "model": "FacebookAI/roberta-base",
            "processor": "FacebookAI/roberta-base",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "no_weights": true,
            "device_map": null,
            "torch_dtype": null,
            "eval_mode": true,
            "to_bettertransformer": false,
            "low_cpu_mem_usage": null,
            "attn_implementation": null,
            "cache_implementation": null,
            "autocast_enabled": false,
            "autocast_dtype": null,
            "torch_compile": false,
            "torch_compile_target": "forward",
            "torch_compile_config": {},
            "quantization_scheme": null,
            "quantization_config": {},
            "deepspeed_inference": false,
            "deepspeed_inference_config": {},
            "peft_type": null,
            "peft_config": {}
        },
        "scenario": {
            "name": "inference",
            "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
            "iterations": 1,
            "duration": 1,
            "warmup_runs": 1,
            "input_shapes": {
                "batch_size": 1,
                "num_choices": 2,
                "sequence_length": 2
            },
            "new_tokens": null,
            "memory": true,
            "latency": true,
            "energy": true,
            "forward_kwargs": {},
            "generate_kwargs": {
                "max_new_tokens": 2,
                "min_new_tokens": 2
            },
            "call_kwargs": {
                "num_inference_steps": 2
            }
        },
        "launcher": {
            "name": "process",
            "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
            "device_isolation": true,
            "device_isolation_action": "error",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.293824,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 719.872,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.18045166015625,
                "mean": 7.18045166015625,
                "stdev": 0.0,
                "p50": 7.18045166015625,
                "p90": 7.18045166015625,
                "p95": 7.18045166015625,
                "p99": 7.18045166015625,
                "values": [
                    7.18045166015625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 8.63415002822876e-07,
                "ram": 4.576482501745242e-07,
                "gpu": 1.7733347520000435e-06,
                "total": 3.094398004997444e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 919.691264,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.038592
            },
            "latency": {
                "unit": "s",
                "count": 140,
                "total": 0.9982257928848262,
                "mean": 0.007130184234891619,
                "stdev": 0.00020583981962876138,
                "p50": 0.0070891518592834475,
                "p90": 0.007225036764144897,
                "p95": 0.00772014091014862,
                "p99": 0.007907111897468566,
                "values": [
                    0.007871488094329833,
                    0.007929887771606445,
                    0.007779327869415284,
                    0.00785920000076294,
                    0.007718912124633789,
                    0.00774348783493042,
                    0.007825407981872558,
                    0.008042495727539062,
                    0.007019519805908203,
                    0.0068392958641052244,
                    0.0068249602317810056,
                    0.006802432060241699,
                    0.007004159927368164,
                    0.006882239818572998,
                    0.0070266880989074704,
                    0.00693452787399292,
                    0.006974463939666748,
                    0.006905856132507324,
                    0.006856704235076904,
                    0.007688159942626953,
                    0.007124959945678711,
                    0.007196671962738037,
                    0.007176191806793213,
                    0.007158783912658692,
                    0.007259136199951172,
                    0.007088128089904785,
                    0.007161856174468994,
                    0.007170048236846924,
                    0.007203839778900147,
                    0.007156735897064209,
                    0.007177152156829834,
                    0.007155712127685547,
                    0.007260159969329834,
                    0.007172095775604248,
                    0.007152607917785644,
                    0.007111743927001953,
                    0.007160831928253173,
                    0.007142335891723633,
                    0.007175168037414551,
                    0.007161856174468994,
                    0.007112703800201416,
                    0.007160831928253173,
                    0.007160831928253173,
                    0.007176191806793213,
                    0.007028736114501953,
                    0.007036928176879883,
                    0.007068672180175781,
                    0.007053311824798584,
                    0.007070720195770264,
                    0.007000063896179199,
                    0.00704307222366333,
                    0.0070553598403930665,
                    0.007023615837097168,
                    0.0069928960800170895,
                    0.007166975975036621,
                    0.0071485438346862796,
                    0.0071495680809020995,
                    0.007208960056304932,
                    0.0071198720932006835,
                    0.0071485438346862796,
                    0.007147520065307617,
                    0.007155712127685547,
                    0.007166975975036621,
                    0.0070860800743103025,
                    0.007180287837982178,
                    0.0071495680809020995,
                    0.007157760143280029,
                    0.007097343921661377,
                    0.007023615837097168,
                    0.007060480117797851,
                    0.007060480117797851,
                    0.007039999961853028,
                    0.0069959678649902345,
                    0.007047167778015137,
                    0.007073791980743408,
                    0.00722431993484497,
                    0.007231488227844239,
                    0.007195648193359375,
                    0.007072768211364746,
                    0.007113728046417236,
                    0.007030784130096435,
                    0.007003232002258301,
                    0.0070563840866088865,
                    0.0070891518592834475,
                    0.007018496036529541,
                    0.007036928176879883,
                    0.007018496036529541,
                    0.007036928176879883,
                    0.007036928176879883,
                    0.007217152118682861,
                    0.007066624164581299,
                    0.007126016139984131,
                    0.007173056125640869,
                    0.007153664112091064,
                    0.007168032169342041,
                    0.00709939193725586,
                    0.007147520065307617,
                    0.0072765440940856935,
                    0.007203839778900147,
                    0.007104512214660645,
                    0.007087103843688965,
                    0.007126016139984131,
                    0.0071188478469848635,
                    0.007135231971740722,
                    0.0069959678649902345,
                    0.006980607986450196,
                    0.007039999961853028,
                    0.007005184173583984,
                    0.006945792198181152,
                    0.007004159927368164,
                    0.0070266880989074704,
                    0.007050240039825439,
                    0.0070522880554199216,
                    0.0070891518592834475,
                    0.007000063896179199,
                    0.007004159927368164,
                    0.007135263919830322,
                    0.007088128089904785,
                    0.007096320152282715,
                    0.007105535984039306,
                    0.007124991893768311,
                    0.007067647933959961,
                    0.007096320152282715,
                    0.007024640083312988,
                    0.007024640083312988,
                    0.0070256638526916505,
                    0.006939648151397705,
                    0.007002111911773682,
                    0.007001023769378662,
                    0.006988800048828125,
                    0.007031807899475098,
                    0.007035903930664063,
                    0.0069918718338012695,
                    0.0069918718338012695,
                    0.006973440170288086,
                    0.007011328220367432,
                    0.007035903930664063,
                    0.00738918399810791,
                    0.007135231971740722,
                    0.007080992221832275
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 140.2488304729198
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.340891398174662e-08,
                "ram": 4.560126348917732e-08,
                "gpu": 1.701096822535214e-07,
                "total": 2.991198597244454e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3343141.4447747404
            }
        }
    }
}